Scholar
Taeyong Kim
Google Scholar ID: QF7NW3MAAAAJ
Department of Civil Systems Engineering, Ajou University
Structural Reliability
Disaster Resilience
Machine Learning
Earthquake Engineering
Uncertainty Quantification
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Citations & Impact
All-time
Citations
620
H-index
12
i10-index
13
Publications
20
Co-authors
12
list available
Contact
No contact links provided.
Publications
3 items
Probabilistic Wildfire Spread Prediction Using an Autoregressive Conditional Generative Adversarial Network
2025
Cited
0
Constructing balanced datasets for predicting failure modes in structural systems under seismic hazards
2025
Cited
0
Denoising Nearest Neighbor Graph via Continuous CRF for Visual Re-ranking without Fine-tuning
arXiv.org · 2024
Cited
0
Resume (English only)
Academic Achievements
- [September 2025] Participated in the 2025 Conference of Earthquake Engineering Society of Korea
- [August 2025] Students from IDRG were awarded at KIBSE
- [June 2025] Participated in ICOSSAR’25
- [Sep 2024] Participated in APSSRA 2024
Research Experience
- Leader of the Intelligent Disaster Resilience Group
- Research focuses on:
- Structural robustness and post-failure recovery
- Evaluation using multi-criteria resilience metrics
- Considering compound and climate change-induced extreme hazards
- Application across multiple scales from individual structures to urban systems
- Integration: Employs data–model assimilation for improved risk and performance evaluation
- Inference: Develops AI-based methods for predictive modeling and decision support in structural reliability engineering
- Innovation: Introduces intelligent simulation and optimization techniques for resilience-informed design
Background
Dedicated to the research on intelligent disaster resilience and risk mitigation, particularly in civil engineering structural systems.
Miscellany
Social Media: Facebook, Instagram, Twitter/X
Co-authors
12 total
Co-author 1
Co-author 2
Sang-ri Yi
Civil and Environmental Engineering, Rice University
Jungho Kim
Department of Civil and Environmental Engineering, Sejong University
Co-author 5
Co-author 6
Sebin Oh
University of California, Berkeley
Co-author 8
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